Bayesian Ensembles for Exploration in Deep Q-Learning.
Pascal R. van der VaartNeil Yorke-SmithMatthijs T. J. SpaanPublished in: AAMAS (2024)
Keyphrases
- action selection
- belief nets
- exploration strategy
- reinforcement learning
- cooperative
- function approximation
- multi agent
- learning algorithm
- state space
- data driven
- gaussian processes
- unknown environments
- bayesian networks
- learning rate
- ensemble learning
- multi agent reinforcement learning
- ensemble selection
- neural network ensemble
- genetic algorithm
- bayesian estimation
- bayesian learning
- decision trees
- multiple classifier systems
- temporal difference learning
- posterior distribution
- base classifiers
- posterior probability
- maximum likelihood
- neural network
- active exploration
- bayesian decision